What is a learning agent?
A learning agent is any entity that, over time, improves its performance (which can be defined in different ways depending on the context) based on the interaction with the environment (or experience). 

The human is an example of a learning agent. For example, a human can learn to ride a bicycle, even though, at birth, no human possesses this skill.